Balanced weight joint geometrical and statistical alignment for unsupervised domain adaptation

• Main Authors: Rizal Samsudin, M. S., Abu Bakar, Syed A. R., Mokji, Musa M.
• Format: Article
• Language: English
• Published: Engineering and Technology Publishing 2022
• Subjects: TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://eprints.utm.my/id/eprint/99411/1/SyedAbdulRahman2022_BalancedWeightJointGeometricalandStatisticalAlignment.pdf; http://eprints.utm.my/id/eprint/99411/; http://dx.doi.org/10.12720/jait.13.1.21-28

In real-world applications, images taken from different cameras usually have different resolution, illumination, poses, and background views. This problem leads to the need of domain adaptation in which case, training and testing are not drawn from the same distribution. There have been many studies...